Muhammad Ahmad Kaleem
5 papers · 2022–2024 · 3 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (3) 🌈 Renaissance Researcher (5) 🐝 Cross-Pollinator (15) 🧭 Keyword Pioneer
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Hot Topic Early Bird
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Triple Crown
Conferences
ICLR (2)
NIPS (2)
ICML (1)
Top co-authors
Research topics
Keywords
self-supervised learning
(2)
representation learning
(1)
adversarial robustness
(1)
density estimation
(1)
intellectual property
(1)
privacy-preserving learning
(1)
secure multi-party computation
(1)
secure aggregation
(1)
collaborative learning
(1)
adversarial attack
(1)
model stealing
(1)
model extraction
(1)
robust aggregation
(1)
encoder model
(1)
malicious client
(1)
collaborative machine learning
(1)
dataset inference
(1)
peer-to-peer learning
(1)
secure learning
(1)
federated learning
(1)
Papers
Memorization in Self-Supervised Learning Improves Downstream Generalization
ICLR 2024
Robust and Actively Secure Serverless Collaborative Learning
NIPS 2023
Dataset Inference for Self-Supervised Models
NIPS 2022
Increasing the Cost of Model Extraction with Calibrated Proof of Work
ICLR 2022
On the Difficulty of Defending Self-Supervised Learning against Model Extraction
ICML 2022